{"id":3762,"date":"2021-12-07T10:45:50","date_gmt":"2021-12-07T09:45:50","guid":{"rendered":"https:\/\/datascience.unifi.it\/?page_id=3762"},"modified":"2023-01-26T15:13:37","modified_gmt":"2023-01-26T14:13:37","slug":"what-data-scientists-really-do-we-ask-them-for-you","status":"publish","type":"page","link":"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/","title":{"rendered":"What Data Scientists really do? We ask them for you."},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2021\/10\/concept-gcf23b9759_1920-150x150.jpg\" alt=\"\" width=\"275\" height=\"183\"><\/p>\n<p>The Florence Center for Data Science hosts a dissemination feature consisting in brief interviews with our D2 Seminar speakers. We are asking few questions to the experts to explain what their research is about, this format can be seen as an extended version of the Q&amp;A session.<\/p>\n<p>Our goal is to promote a public understanding of science and to reach the readers who may be interested in knowing more about the different fields in which data are involved.<\/p>\n<hr \/>\n<p>\u00a0<\/p>\n<div class=\"abcfslGridCntr  abcfslMLRAuto slv409_t3771_L abcfslGridCntr_3771\" style=\"width:80%; max-width:80%;\"><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2023\/02\/BARUCCI-algorithms-16-00079-g006-e1678816344747-300x178.png\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/2023\/04\/17\/egyptian-hieroglyphs\/\">Interview with Andrea Barucci<\/a><\/div><div class=\"PT-F2\">Andrea Barucci is researcher at the \u201cNello Carrara\u201d Institute of Applied Physics CNR \u2013 IFAC and our fellow. He was our guest at the D2 Seminar series, presenting his work on \"Exploring Egyptian Hieroglyphs with Convolutional Neural Networks\".<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2021\/12\/dices-over-newspaper-g33f0ab7a4_1920-300x200.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-andrea-mercatanti\/\">Interview with Andrea Mercatanti<\/a><\/div><div class=\"PT-F2\">Andrea Mercatanti is professor at the Department of Statistical Sciences, Sapienza University of Rome. He was our guest at the D2 Seminar series, presenting his work on \u201cA Regression Discontinuity Design for ordinal running variables: evaluating Central Bank purchases of corporate bonds. (Joint work with F. Li, T. Makinen, A. Silvestrini).<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2022\/03\/calculator-g8f3793412_1920-300x200.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-alberto-cassese\/\">Interview with Alberto Cassese<\/a><\/div><div class=\"PT-F2\">Alberto Cassese is assistant professor at the Department of Statistics, Computer Science, Application \"G. Parenti\" of the University of Florence. He was our guest at the D2 Seminar series, presenting his work on \"Bayesian negative binomial mixture regression models for the analysis of sequence count and methylation data\".<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2021\/12\/stock-ge160ac122_1920-300x200.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-augusto-cerqua-and-marco-letta\/\">Interview with Augusto Cerqua &amp; Marco Letta<\/a><\/div><div class=\"PT-F2\">Augusto Cerqua and Marco Letta are both assistant professors at the Department of Social and Economic Sciences of Sapienza, University of Rome. They were our guests at the D2 Seminar series, presenting their talk on \u201cLosing control (group)? The Machine Learning Control Method for counterfactual forecasting\u201d a joint work with Fiammetta Menchetti, our fellow.<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2022\/01\/artificial-intelligence-gac4596e39_1920-300x200.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-matteo-pedone\/\"> Interview with Matteo Pedone <\/a><\/div><div class=\"PT-F2\">Matteo Pedone, research fellow at the Department of Statistics, Computer Science, Applications \u201cG. Parenti\u201d of the University of Florence, was our guest at the D2 Seminar Series. He presented his research on: \"A Bayesian nonparametric approach to personalized treatment selection\u201c.<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2022\/09\/imaiwhiteboard-med_0-150x150.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-our-special-guest-kosuke-imai\/\">Interview with Kosuke Imai<\/a><\/div><div class=\"PT-F2\">Kosuke Imai, professor in the Department of Government and the Department of Statistics at Harvard University, was our guest at the Special Guest Seminar Series presenting his talk on \u201cExperimental Evaluation of Causal Machine Learning\u201d.<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2021\/12\/dices-over-newspaper-g33f0ab7a4_1920-300x200.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-alessio-brini\/\">Interview with Alessio Brini<\/a><\/div><div class=\"PT-F2\">Alessio Brini, Postdoctoral Associate at the Pratt School of Engineering of Duke University, was our guest at the D2 Seminar Series. He presented his talk on \u201cReinforcement Learning Policy Recommendation for Interbank Network Stability\u201d<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2021\/12\/stock-ge160ac122_1920-300x200.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-claudio-durastanti\/\">Interview with Claudio Durastanti<\/a><\/div><div class=\"PT-F2\">Claudio Durastanti, researcher at the Department of Basic and Applied Sciences for Engineering (SBAI) of Sapienza University, was our guest at the D2 Seminar Series presenting his talk on \u201cSpherical Poisson Waves\u201c.<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2022\/03\/calculator-g8f3793412_1920-300x200.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-daniela-bubboloni\/\">Interview with Daniela Bubboloni<\/a><\/div><div class=\"PT-F2\">Daniela Bubboloni, professor at the Department of Mathematics and Computer Science \u201cUlisse Dini\u201d of the University of Florence, was our guest to the D2 seminar presenting her study entitled: \u201c Paths and flows for centrality measures in networks\u201d.<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2021\/12\/dices-over-newspaper-g33f0ab7a4_1920-300x200.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-raffaele-guetto\">Interview with Raffaele Guetto<\/a><\/div><div class=\"PT-F2\">Raffaele Guetto professor at the Department of Statistics, Computer Science, Applications \u201cG. Parenti\u201d at the University of Florence, was invited as a speaker to our 8h D2 Seminar. He presented his work on \u201cItaly\u2019s lowest-low fertility in times of uncertainty\u201d.<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2021\/12\/stock-ge160ac122_1920-300x200.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-andrea-marino\">Interview with Andrea Marino<\/a><\/div><div class=\"PT-F2\">Andrea Marino, researcher at the Department of Statistics, Computer Science, Applications \u201cG. Parenti\u201d at University of Florence, was our guest to the D2 seminar presenting his study entitled: \u201cApproximating the Neighborhood Function of (Temporal) Graphs\u201d.<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2021\/12\/stock-ge160ac122_1920.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-luigi-brugnano\/\">Interview with Luigi Brugnano<\/a><\/div><div class=\"PT-F2\">Luigi Brugnano\u00a0was\u00a0our guest to the Seventh seminar D2 series, he\u2019s a professor of Numerical Analysis at the Department of\u00a0Mathematics and Computer Science \u201cUlisse Dini\u201d\u00a0at the University of Florence.\u00a0Before he presented his\u00a0research,\u00a0he dedicated his seminar to\u00a0Francesca Romana Nardi, who was a dear colleague and friend, part of our Steering group as deputy director,\u00a0and\u00a0who passed away last October.<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2021\/12\/artificial-intelligence-gac4596e39_1920.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-chiara-marzi\/\">Interview with Chiara Marzi<\/a><\/div><div class=\"PT-F2\">Chiara Marzi, a postdoctoral research fellow of the Institute of Applied Physics \u201cNello Carrara\u201d \u2013 National Research Council CNR. She talked about the topic of Artificial Intelligence in Neuroimaging, explaining how applying AI techniques to life sciences data can enhance the accuracy in pinpointing biomarkers or biological markers, which are the measurable indicators for medical states.<\/div><\/div><\/div><\/div><div class=\"abcfslItemCntrLst abcfslPadBMB30 abcfClrFix\"><div class=\"abcfslLstCol abcfslLstCol-4 abcfslImgColLst\"><div class=\"abcfslImgCntrLst abcfslMLRPc10\"><img decoding=\"async\"  src=\"https:\/\/datascience.unifi.it\/wp-content\/uploads\/2021\/12\/dices-over-newspaper-g33f0ab7a4_1920.jpg\" alt=\"\" itemprop=\"image\"  \/><\/div><\/div><div class=\"abcfslLstCol abcfslLstCol-8 abcfslTxtColLst\"><div class=\"abcfslTxtCntrLst  abcfslPadLPc5\"><div class=\"abcfslSocialIconsA\"><\/div><div class=\"PT-F1\"><a href=\"https:\/\/datascience.unifi.it\/index.php\/what-data-scientists-really-do-we-ask-them-for-you\/interview-with-leonardo-bargigli\/\">Interview with Leonardo Bargigli<\/a><\/div><div class=\"PT-F2\">Leonardo Bargigli, professor at  at the Department of Statistics, Computer Science, Applications \u201cG. Parenti\u201d at University of Florence presented a study he recently conducted with G. Cifarelli, about Endogenous and Exogenous Volatility in the Foreign Exchange Market.<\/div><\/div><\/div><\/div><\/div>\n<p>[fts_twitter twitter_name=DataScienceFLR tweets_count=1 cover_photo=no stats_bar=no show_retweets=no show_replies=no]<\/p>\n<p>[fts_instagram instagram_id=17841450771000368 access_token=IGQVJYY3pTWjFtSS1IVGlqcURDYWZAGSG9vTmlnbjRFeWhCTnlCYTJrRzBuRV9nenUySGNlcUo5aC1JVkRtTW1vWWxzMElFZAkc2bFBMMV9fR054TFpscjg4TWo0RXVJYWNOeXR3TEdB pics_count=1 type=basic super_gallery=yes columns=3 force_columns=no space_between_photos=1px icon_size=30 hide_date_likes_comments=no]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Florence Center for Data Science hosts a dissemination feature consisting in brief interviews with our D2 Seminar speakers. We are asking few questions to the experts to explain what &#8230;<\/p>\n","protected":false},"author":12,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-3762","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/datascience.unifi.it\/index.php\/wp-json\/wp\/v2\/pages\/3762","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/datascience.unifi.it\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/datascience.unifi.it\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/datascience.unifi.it\/index.php\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/datascience.unifi.it\/index.php\/wp-json\/wp\/v2\/comments?post=3762"}],"version-history":[{"count":56,"href":"https:\/\/datascience.unifi.it\/index.php\/wp-json\/wp\/v2\/pages\/3762\/revisions"}],"predecessor-version":[{"id":6287,"href":"https:\/\/datascience.unifi.it\/index.php\/wp-json\/wp\/v2\/pages\/3762\/revisions\/6287"}],"wp:attachment":[{"href":"https:\/\/datascience.unifi.it\/index.php\/wp-json\/wp\/v2\/media?parent=3762"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}